{"id":"W2983260983","doi":"10.1093/geroni/igz038.442","title":"SCREENING FOR VISION AND HEARING LOSS IN OLDER ADULTS WITH DEMENTIA: A FEASIBILITY STUDY","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Hearing Loss and Rehabilitation","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Baycrest Hospital; University Health Network; University of Toronto; University of Waterloo; Toronto Rehabilitation Institute","funders":"","keywords":"Dementia; Hearing loss; Medicine; Gerontology; Sensory loss; Audiology; Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01136187,0.00053102,0.0006635939,0.001626418,0.0009925304,0.0006930412,0.0005006643,0.0009475112,0.0009404356],"category_scores_gemma":[0.01325116,0.0005549089,0.000826512,0.000769649,0.0004778917,0.001039695,0.001202073,0.000761234,0.0003353612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005779064,"about_ca_system_score_gemma":0.003183335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003838005,"about_ca_topic_score_gemma":0.009786966,"domain_scores_codex":[0.9961116,0.002168064,0.000503537,0.0002428937,0.0006618535,0.0003120753],"domain_scores_gemma":[0.9934455,0.002938874,0.000517648,0.0002880736,0.001926722,0.0008831943],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004868535,0.03916362,0.7981044,0.003037142,0.0003936733,0.003772986,0.01648105,0.0003412698,0.004949633,0.0002413859,0.001271003,0.1273753],"study_design_scores_gemma":[0.003401606,0.08965247,0.8832232,0.0009687666,0.0005410237,0.002947042,0.01287301,0.0008713484,0.001085462,0.0002287915,0.004083692,0.0001237191],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880971,0.0006169502,0.0008589955,0.0001597904,0.00002316361,0.008708432,0.0002501978,0.00001076671,0.001274649],"genre_scores_gemma":[0.9754906,0.001594104,0.009613171,0.0005261076,0.00006144964,0.01185177,0.0004699954,0.00000515112,0.0003877024],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01136187,"threshold_uncertainty_score":0.0600881,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03992681375334513,"score_gpt":0.3362383319152157,"score_spread":0.2963115181618706,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}